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Top 33 Data Mining Software

Top 33 Data Mining Software

4.9 (97.61%) 201 ratings

Data is a cornerstone of smart decisions in today’s business world and companies need to utilize the appropriate data mining tools to quickly discover insights from their data. Data mining has become an integral part of analytics because it has helped businesses to benefit from predictive modelling and maximize on analytics programs. The modern market is characterized by stiff competition and businesses in various sectors have to mine relevant data in order to stay on ahead of the competition.

What are Data Mining Software?

Data mining software refers to software that allows companies and other users to extract usable data from a large set of raw data to find correlations, patterns, and anomalies. The results of the data mining process help companies predict outcomes. The key techniques used by data mining software to mine data include statistical analyses, specific algorithms, machine learning, database statistics, and artificial intelligence. The main goal of using these methods is to retrieve useful information from a large dataset and transform it into a structure that is easy to understand and use when needed. In simple terms, data mining applications help companies gain insights from huge volumes of data and transform data into actionable information.

There are many data mining systems and some of them offer more advanced functionalities. Individual products also use different methods to process information and validate results. Therefore, your choice of data mining software will depend on your preferences or needs.

Data Handling and Storage– The ability to process and store data is the most important feature of data mining software. Users of the software can extract, transform, load, store, and manage data in databases and data warehouses. Business analysts and other users can use application software to access the stored data.

Dashboards, Visualization and Visual Programming– One of the most important features of data mining software is the ability to present analyzed data in easy-to-understand forms. For example, users of the software can display data in graphs, tables, scatter plots, pie charts, and geographical maps. Some data mining software products have customizable dashboards with drag-and-drop features (visual programming) and widgets.

Multi-Platform Support – Most data mining software products can run on popular operating systems including Windows, Mac OS, Solaris, Unix, Linux, and AIX.

Anomaly detection: The identification of unusual data records, that might be interesting or data errors that require further investigation.

Neural Designer

Neural Designer is a desktop application for data mining which uses neural networks, a main paradigm of machine learning. The software is developed by the startup company called Artelnics, based in Spain and founded by Roberto Lopez and Ismael Santana. Neural networks are mathematical models of the brain function, computational models which are inspired by central nervous systems, in particular the brain, which can be trained to perform certain tasks. Neural networks are capable of machine learning as well as pattern recognition. Neural networks are generally presented as systems of interconnected neurons, which can compute outputs from inputs. Neural network…

Bottom Line

Neural Designer is a professional application for discovering complex relationships, recognizing unknown patterns and predicting actual trends from data sets by means of neural networks. Some of the examples where Neural Designer has used are in flight data to increase comfort and reduce consumption of aircrafts, in medical databases to make more reliable and less invasive diagnosis. Neural Designer has also used in physico-chemical data to increase the quality of wines and in sales data to optimize provisioning and to improve work quadrants.

Dataiku DSS

Dataiku DSS is the collaborative data science platform that enables teams to explore, prototype, build, and deliver their own data products more efficiently. Dataiku DSS provides an interactive visual interface where they can point, click, and build or use languages like SQL to data wrangle, model, easily re-run workflows, visualize results, and get up-to-date insights on demand. Dataiku DSS provides tools to draft data preparation and modelisation in seconds, that wish to leverage their favorite ML libraries (scikitlearn, R, MLlib, H2O, and so on), and that rely on automating their work in a completely customizable interface. Data Ops. It also…

Bottom Line

Dataiku DSS provides an interactive visual interface where they can point, click, and build or use languages like SQL to data wrangle, model, easily re-run workflows, visualize results, and get up-to-date insights on demand. Data Scientists

IBM SPSS Modeler

IBM SPSS Modeler is an analytics platform from IBM, which bring predictive intelligence to everyday business problems. The solution provides a range of advanced analytics including text analytics, entity analytics, social network analysis, automated modeling, data preparation, decision management and optimization.SPSS Modeler offers capabilities include conducting analysis regardless of where the data is stored such as in a data warehouse, a database, Hadoop or flat file and regardless of whether it is structured such as age, price, product, location or unstructured such as text, emails, social media. IBM SPSS Modeler is offered as three editions: IBM SPSS Modeler Gold –…

SAS Enterprise Miner

SAS Enterprise Miner : SAS Enterprise Miner is a solution to create accurate predictive and descriptive models on large volumes of data across different sources in the organization. SAS is the leader in business analytics software and services, and the largest independent vendor in the business intelligence market. Through innovative solutions, SAS helps customers at more than 70,000 sites improve performance and deliver value by making better decisions faster. Since 1976 SAS has been helping customers around the world. SAS was developed at North Carolina State University from 1966 until 1976, when SAS Institute was incorporated. SAS Enterprise Miner offers…

Bottom Line

SAS Enterprise Miner is a solution to create accurate predictive and descriptive models on large volumes of data across different sources in the organization. SAS Enterprise Miner offers many features and functionalities for the business analysts to model their data. Some of the business applications are for detecting fraud, minimizing risk, resource demands, reducing asset downtime, campaigns and reduce customer attrition.

Oracle Data Mining ODM

Oracle Data Mining ODM provides powerful data mining functionality and enables the users to discover new insights in hidden data. Oracle Data Mining ODM has several data mining and data analysis algorithms and is part of Oracle Relational Database Management System Enterprise Edition.These algorithms provide means for creation, manipulation, application, test and deployment of models. They are used for classification, prediction, regression, associations, feature selection, anomaly detection, feature extraction, and specialized analytics. The models are implemented in Oracle database kernel and are stored as database objects. Models can be created using a graphical user interface. Business analysts can do predictive…

Angoss Predictive Analytics

Angoss is a global leader in delivering predictive analytics to businesses looking to improve performance across risk, marketing and sales. The Angoss portfolio includes a suite of desktop, client-server and big data analytics software products and cloud solutions. The predictive analytics software suite includes: KnowledgeSEEKER, KnowledgeSTUDIO, and KnowledgeREADER all with best-in-class Decision Trees and Strategy Trees. Fully hosted and managed KnowledgeCLOUD solutions provide industry leading analytics for organizations that need in-house specialization. Solutions also include KnowledgeSCORE for lead and opportunity scoring, FundGUARD for asset management, and ClaimGUARD for insurance fraud detection. Many of the world’s leading financial services, insurance, telco,…

Bottom Line

Angoss is a global leader in delivering predictive analytics to businesses looking to improve performance across risk, marketing and sales. The Angoss portfolio includes a suite of desktop, client-server and big data analytics software products and cloud solutions.

STATISTICA

STATISTICA : STATISTICA provides solutions for data analysis, data management, data visualization, and data mining with predictive modeling, clustering, classification, and exploratory techniques in one software platform. This is a propriety software from StatSoft, which was acquired by Dell. STATISTICA Data Miner contains comprehensive selection of data mining methods such as selection of clustering techniques, neural networks architectures, classification/regression trees, multivariate modeling including MARSplines, Support Vector Machines, association and sequence analysis and many other predictive techniques, such as methods for advanced/true simulation and optimization of models. Data Miner can process, read, and write data from virtually all standard file formats,…

AdvancedMiner

AdvancedMiner is an integrated analytical tool for data processing, analysis and modeling. With a graphical interface (Workflow) it offers a complete and user-friendly environment for data exploration. Advanced miner allows for data processing. AdvancedMiner provides features for extracting and saving data from/to different database systems and files, performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets, assigning roles to attributes, graphical and interactive data exploration, outlier filtering, supplying missing values, PCA, various data transformations, building association models, clustering analyses, variable importance analyses, constructing various analytical models with the use of diverse Data…

Bottom Line

Advanced miner allows for data processing. AdvancedMiner provides features for extracting and saving data from/to different database systems and files, performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets.

Lavastorm Analytics Engine

Lavastorm is a visual data discovery solution that allows to rapidly integrate diverse data, easily discover elusive insights, and continuously detect anomalies, outliers, or patterns. Lavastorm Analytics Engine provides self-service capability for business users and rapid development capabilities for IT users in the areas of integration, analytics, and business control. Features include acquire, transform, combine, and enrich data from virtually any source, including Big Data sources without intensive modeling, pre-planning, or scripting. The solution discover data issues, such as completeness, inconsistent formats, accuracy, automate the evaluation and cleansing process. Lavastorm Analytics Engine use the visual analytic environment and its configurable…

Bottom Line

Lavastorm Analytics Engine provides self-service capability for business users and rapid development capabilities for IT users in the areas of integration, analytics, and business control.

Microsoft SQL Server Integration Services

Microsoft Integration Services is a platform for building enterprise-level data integration and data transformations solutions. Integration Services is used to solve complex business problems by copying or downloading files, sending e-mail messages in response to events, updating data warehouses, cleaning and mining data, and managing SQL Server objects and data. The packages can work alone or in concert with other packages to address complex business needs. Integration Services can extract and transform data from a wide variety of sources such as XML data files, flat files, and relational data sources, and then load the data into one or more destinations.…

Bottom Line

Integration Services is used to solve complex business problems by copying or downloading files, sending e-mail messages in response to events, updating data warehouses, cleaning and mining data, and managing SQL Server objects and data.

Analytic Solver

Frontline's Analytic Solver Comprehensive is the integrated tool that enables a business analyst to "do it all in Excel," with point-and-click rapid model-building instead of R or Python programming. It includes all the capabilities of Analytic Solver Data Mining for data visualization, data mining and machine learning, text mining, and time series forecasting; all the capabilities of Analytic Solver Simulation for Monte Carlo simulation and risk analysis, decision trees, simulation optimization, stochastic programming and robust optimization; and all the capabilities of Analytic Solver Optimization, by far the leading tool for large-scale conventional optimization in Excel. With point-and-click ease, enterprise-grade power,…

Bottom Line

Features include easily explore, visualize and transform your data, use feature selection to find variables that matter, apply text mining for insights from comments, use the most popular time series forecasting methods. Provides advanced multiple linear and logistic regression, ensembles of classification and regression trees neural networks for classification and prediction and association rules for recommendation systems.

PolyAnalyst

PolyAnalyst derives data from various sources. The data is processed into reports and modal. These reports can be used for decision making. Modal can studied in-depth to develop actionable strategies for business processes. The software is capable of preparing reports that are straight forward and easy to understand. These results can be easily interpreted and converted to applicable strategies. The software is capable of data extraction, processing, data modeling and analysis. The software allows users to make selection for algorithms in order to analyze data. The software can analyze structured data and text data types. Users can perform various operations…

Bottom Line

PolyAnalyst is an analytical system of the new generation. We redesigned the system from ground up to include all features we had on our customers' wish list.

OpenText Big Data Analytics

Open Text Big Data Analytics software analysis huge volumes of data quickly. The software is easy to use and delivers quality results. The software enables users to analyze data without dependence on IT experts. The software makes data analysis and easy job to do. It allows data exploration, analysis, access and blend of data to produce accurate results. The software provides a deep insight into customers’ needs and demands. It helps in understanding customers. The software provides information to analyze markets and their ongoing trends. The software enable businesses to carry out their operations smoothly. The software extracts data from…

GhostMiner

GhostMiner is unique data mining software from Fujitsu that not only supports common databases (or spreadsheets) and mature machine learning algorithms, but also assists with data preparation and selection, model validation, multimodels like commitees or k-classifiers, and visualization. GhostMiner is software designed to carry out data mining. It makes use of unique algorithms and data mining capabilities to produce best results. It enables users to create modals and multimodal. It helps users to support databases. GhostMiner Developer is the tool for data-model designers and developers who, using databases, can train, test run and select useful models. The use of this program…

Bottom Line

GhostMiner's data-extraction features make it easier to take better informed business decisions in the right place and at the right time - to ensure competitive advantage

Teradata Warehouse Miner

Teradata Warehouse Miner will help you discover meaningful new data patterns and trends. It contains an array of data profiling and mining functions ranging from data exploration and transformation to analytic model development and deployment that are performed directly in the Teradata Database. Teradata Warehouse Miner allows you to analyze detailed data without data movement, streamlining the data mining process. TERADATA allows users to carry out data mining. The software provides a variety of data mining functions to choose from. Users can perform data exploration and can identify trends. The software allow users to carry out detailed analysis on data…

Bottom Line

Teradata Warehouse Miner makes the most of your data warehousing capabilities with analytic technology that reduces the analytic modeling development cycle, allowing faster iterations to refine your model and increase analytic intelligence, simplifies data profiling and creation of an analytic data set with built-in intelligence, complementing any data mining tool, allows you to quickly and easily integrate models into business applications and accelerates model scoring, allowing you to analyze and score data in your warehouse efficiently

HP Vertica Advanced Analytics

Vertica Advanced Analytics manages and organizes data for businesses users. It analyzes data quickly and rapidly. The software can manage both structured and semi structured data. HPE Vertica is the most advanced SQL database analytics portfolio built from the very first line of code to address the most demanding Big Data analytics initiatives. HPE Vertica delivers speed without compromise, scale without limits, and the broadest range of consumption models. Choose Vertica on premise, in the cloud, or on Hadoop. With support for all leading BI and visualization tools, open source technologies like Hadoop and R, and built-in analytical functions, Vertica…

Bottom Line

HPE Vertica is the most advanced SQL database analytics portfolio built from the very first line of code to address the most demanding Big Data analytics initiatives. HPE Vertica delivers speed without compromise, scale without limits, and the broadest range of consumption models. Choose Vertica on premise, in the cloud, or on Hadoop.

TIMi Suite

The TIMi Suite is a complete and integrated suite of datamining tools that are covering all analytical needs for enterprise! The TIMi Suite produces reliable predictive analyses & segmentation analyses that give the best business-insight about B2B or B2C market, advertising campaigns and more. The TIMi Suite software is a real decision-making support system helping with good pro-active management. With TIMi, companies can capitalize on their corporate data to develop new ideas, to make business critical decisions and boost their corporate performance. TIMi enables better decisions at every management level. Through predictive analysis, TIMi produces extensive colorful Excel reports containing…

Bottom Line

TIMi is a user-friendly GUI tools for predictive modelling, with high scalability, high speed, high ROI & high prediction accuracy (a recurrent top winner at KDD cups). TIMi allows you to create very accurate predictive models for any kind of prediction: binary targets, continuous targets, multi-class targets.

QIWare

QIWare is an agile analytics solution that delivers a complete suite of capabilities to support end-to-end data mining cycle. Simplify data preparation and modeling while increasing business productivity, minimizing human error, and significantly improving usability. QIWARE has the capability to carry out data mining. It makes use of agile capabilities to provide solution to businesses to carry out the complete and end to end data mining cycle. It enables businesses to ease preparation of data and enable data modeling. It reduces human errors and increases speed and efficiency. It improves productivity too. The software helps in the management of customer…

Bottom Line

QIWare enable to build analytics data marts with thousands of columns in only couple of hours using our unprecedented Auto-Mart feature, leverage scalability of your database with full in-DB calculations and never get lost in your data again with our built-in searchable data dictionary.

LIONoso

LIONoso is a comprehensive Machine Learning and Intelligent Optimization tool for non-profit research and academic use. LIONoso is the ideal tool for the rapid development of prescriptive analytics application.In addition to the ML and optimization tools, advanced users adopt it for orchestrating heterogeneuos components. Orchestration deals with automating processes, with the arrangement, coordination, and management of complex software components connecting data, experiments, simulators, models, decisions. LIONoso is a machine learning and intelligence optimization tool. The tool is targeted for academic use and for nonprofit organizations. Researchers can get their work done through this tool. It helps in the quick development…

pSeven

pSeven platform allows users to solve their engineering and design related problems. The software has been designed to capture and present the view of the entire design process and present it as a single view. The software integrates several design software that users are already using. The software allows users to carry out data mining. The software has design optimizing algorithms to perform the work effectively. Design is captured and is presented in an easy to understand modes. Design is presented in four platform modes. The design is delivered using a four step usage scenarios. These modes include, workspace mode,…

Bottom Line

pSeven represents the integration process in a simple visual form by means of four platform modes, which represent a four-steps usage scenario.

Civis Platform

Civis Platform allow users to extract maximum value from the data. The software allows users to resolve complex data related problems. The software enable’s users to analyze and guide decision making. The software has been designed by data scientists to deliver maximum value out of data analysis. Data has become increasingly important for businesses. Data guide strategy formulation, insight into markets and customers, trends and potential problems and opportunities. Thus data is a valuable asset for the company. The software helps in scheduling tasks and activities. The software allows users to share and create workflows. It provides an insight into…

Bottom Line

Civis Platform create and modify workflows with built-in algorithms or custom code, collaborate with your team and across departments to make the Platform work for your needs and adjust your storage capacity within the AWS cloud as needed, so that you always have the bandwidth to get the job done quickly.

Rialto

Rialto is a Business Analytics platform based on Machine Learning techniques for models induction.Rialto enables the construction of complex Knowledge Discovery process through a visual approach supported by a simple and intuitive graphical interface.Rialto provides support for the entire Knowledge Discovery lifecycle. It is equipped with over 100 basic plug-ins for data acquisition, pre-processing, data mining and model visualization.Rialto can efficiently manage large data volumes, as it is required by real-world data mining applications. Efficiency and scalability are a consequence of advanced memory managemet techniques, along with an architecture capable of supporting both parallel and distributed executions.Rialto can interoperate with…

Bottom Line

Rialto enables the construction of complex Knowledge Discovery process through a visual approach supported by a simple and intuitive graphical interface.Rialto provides support for the entire Knowledge Discovery lifecycle.

Valo

Valo is a streaming big data analytics platform that simplifies the complexity involved in analysing vast amounts of data at speed.Valo combines a real-time computation engine with big data storage, all within a simple to use platform. Designed to solve complex data analytics problems, Valo has in-built analytical functions and machine learning with the ability to BYO. Valo clustered node architecture consists of equal nodes that each have their own computation and storage ability. This means Valo can be easily scaled up and back elastically, as required, while maintaining high throughput and low latency. Valo combines big data storage with…

Bottom Line

Valo clustered node architecture consists of equal nodes that each have their own computation and storage ability. This means Valo can be easily scaled up and back elastically, as required, while maintaining high throughput and low latency.

RapidMiner Studio

RapidMiner Studio is a visual design environment for rapidly building complete predictive analytic workflows. It provides a deep library of machine learning algorithms, data preparation and exploration functions, and model validation tools to support all your data science projects and use cases.Data science teams can easily re-use existing R and Python code, and add new functionality via a large marketplace of pre-built extensions. RapidMiner provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics and is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application development.…

Bottom Line

RapidMiner provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics and is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application development.

TIBCO Spotfire

TIBCO Spotfire : TIBCO Spotfire provides interactive dashboards, visualizations, and predictive and event-driven analytics, to develop unexpected insights immediately on any device. Spotfire is an enterprise class analytics platform that helps both business and technical users quickly explore data to develop actionable insights, without requiring IT intervention. Spotfire meets the analytic needs of users across the enterprise with data discovery and ad-hoc analysis, interactive reporting and dashboards, domain-specific applications, event-driven real-time analysis, and powerful predictive analytics. All these capabilities are delivered from a single product architecture. Spotfire Analyst makes comprehensive analytics fast and easy for a variety of users, allowing…

Salford Systems SPM

SPM Salford Predictive Modeler software suite is a highly accurate and ultra-fast analytics and data mining platform for creating predictive, descriptive, and analytical models from databases of any size, complexity, or organization. This suite of data mining tools includes Salford Systems' flagship products of CART, MARS, TreeNet, and Random Forests. Salford Systems SPM’s brainpower includes more than 70 pre packaged automated scenarios that are inspired by how leading model analysts build their work.Salford Systems SPM currently offers 4 different product versions that users can choose from depending on what they need for the company. The Basic Version provides data mining,…

Bottom Line

SPM software suite's automation accelerates the process of model building by conducting substantial portions of the model exploration and refinement process for the analyst.

Rapid Insight Veera

Rapid Insight products enable users to turn their raw data into actionable information. The company's analytic software simplifies the extraction and analysis of data, enabling clients ranging from small businesses to Fortune 500 companies to fully utilize their information for data-driven decision making. Rapid Insight Veera is a solution that eliminates the complexity of working with data with an easy to use visual interface. It helps to create a repeatable process without the need for complex programming. Its easy-to-use visual interface eliminates the complexity of working with your data. The solution integrates data from disparate sources and formats and effortlessly…

Bottom Line

Rapid Insight Veera is a solution that eliminates the complexity of working with data with an easy to use visual interface. It helps to create a repeatable process without the need for complex programming.

Think Enterprise Data Miner

Think Enterprise Data Miner offers a unique solution for complex business problems when it comes to managing data and understanding how analytics can help provide solution for strong decision makings. Its data mining techniques and knowledge discovery is the key for enterprises to work on their connections that needs huge amount of information in order to establish customer relations and better plans for the future. This information is gathered from various sources and is streamed real time for queries. Think Enterprise Data Miner’s predictive intelligence is provided to all its users to be able to accurately utilize them to gain…

Bottom Line

It combines ease-of-use with enterprise scalability to uncover latent knowledge from massive amounts of data through host applications.

FICO Data Management Solutions

FICO's Data Management Solutions’ streaming data platform aims to help organizations find the right information in making big decisions that would be beneficial to the business. With a huge data available for most companies, being able to utilize them well and gather the most relevant data is the key to be productive. This provides powerful insights derived from various sources to establish rightful decisions. FICO's Data Management Solutions collects data from structured and unstructured sources. By sing analytic processing, it gives definitive information regarding customer relationship with real time streams of data. This will then generate real time insights that…

Bottom Line

FICO Data Orchestrator is a component of the FICO Decision Management Suite, a cost-effective and easy way for customers to evaluate, customize, deploy and scale state-of-the-art analytics and decision management solutions.

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